Burak Bartan

Joined

March 2018

Names

Burak Bartan (Preferred)

Emails

****@stanford.edu (Confirmed)

****@qti.qualcomm.com (Confirmed)

****@alumni.stanford.edu (Confirmed)

Personal Links

Homepage

Google Scholar

DBLP

Career & Education History

Researcher

Qualcomm Inc, QualComm (qti.qualcomm.com)

2022 – 2025

PhD student

Stanford University (stanford.edu)

2016 – 2022

Advisors, Relations & Conflicts

PhD Advisor

Mert Pilanci

2016 – 2022

Expertise

No areas of expertise listed

Publications

FineAMP: Optimization-Based Automatic Mixed Precision Quantization for Efficient Diffusion Model Inference
Burak Bartan, Ruizhong Qiu, Rafael Esteves, Yuwei Ren, Weiliang Will Zeng, An Chen
- NeurIPS 2025 Workshop
- Readers: Everyone
Moccasin: Efficient Tensor Rematerialization for Neural Networks
Burak Bartan, Haoming Li, Harris Teague, Christopher Lott, Bistra Dilkina
- ICML 2023 Poster
- Readers: Everyone
Neural DAG Scheduling via One-Shot Priority Sampling
Wonseok Jeon, Mukul Gagrani, Burak Bartan, Weiliang Will Zeng, Harris Teague, Piero Zappi, Christopher Lott
- Published: 23 Nov 2022, Last Modified: 05 May 2023
- OPT 2022 Poster
- Readers: Everyone
Neural DAG Scheduling via One-Shot Priority Sampling
Wonseok Jeon, Mukul Gagrani, Burak Bartan, Weiliang Will Zeng, Harris Teague, Piero Zappi, Christopher Lott
- Published: 01 Feb 2023, Last Modified: 13 Feb 2023
- ICLR 2023 poster
- Readers: Everyone
Hidden Convexity of Wasserstein GANs: Interpretable Generative Models with Closed-Form Solutions
Arda Sahiner, Tolga Ergen, Batu Ozturkler, Burak Bartan, John M. Pauly, Morteza Mardani, Mert Pilanci
- Published: 28 Jan 2022, Last Modified: 12 Oct 2025
- ICLR 2022 Poster
- Readers: Everyone
Discrete scaling based on operator theory
Aykut Koç, Burak Bartan, Haldun M. Özaktas
- 2021 (modified: 03 Feb 2021)
- Digit. Signal Process. 2021
- Readers: Everyone
Neural Spectrahedra and Semidefinite Lifts: Global Convex Optimization of Polynomial Activation Neural Networks in Fully Polynomial-Time
Burak Bartan, Mert Pilanci
- 2021 (modified: 05 Nov 2022)
- CoRR 2021
- Readers: Everyone
Distributed Sketching Methods for Privacy Preserving Regression
Burak Bartan, Mert Pilanci
- 2020 (modified: 05 Nov 2022)
- CoRR 2020
- Readers: Everyone
Distributed Averaging Methods for Randomized Second Order Optimization
Burak Bartan, Mert Pilanci
- 2020 (modified: 05 Nov 2022)
- CoRR 2020
- Readers: Everyone
Debiasing Distributed Second Order Optimization with Surrogate Sketching and Scaled Regularization
Michal Derezinski, Burak Bartan, Mert Pilanci, Michael W. Mahoney
- 2020 (modified: 17 Jan 2025)
- NeurIPS 2020
- Readers: Everyone

View all 23 publications

Co-Authors

View all 27 co-authors